docs: architecture diagrams + Gource growth recipe#33
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Add docs/ARCHITECTURE.md — engine/product split, engine internals, the RAG ingestion+retrieval pipeline (hybrid vector+BM25+RRF, document relevance gate + title-match override, stateful-KV grounding), and the device-tiered embedder recommendation — all as GitHub-rendered Mermaid. Add docs/gource.md — NativeLM-branded recipe for an animated repo-growth clip. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Adds a portfolio-grade architecture overview rendered as Mermaid (GitHub renders these inline):
docs/ARCHITECTURE.md— engine (:lib) vs product (:sample-app) split and the dependency inversion; engine internals (telemetry-free LiteRT-LM LLM + ONNX embedder/reranker contracts and impls); the RAG pipeline (ingestion + retrieval: hybrid vector + BM25 + Reciprocal Rank Fusion, the document relevance gate + title-match override, stateful-KV grounding flush); and the device-tiered embedder recommendation.docs/gource.md— NativeLM-branded recipe for an animated repo-growth clip.Docs-only; no code changes.
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